cifar10 transfer learning example

.dockerignore

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+# LINT.IfChange
+# Byte-compiled / optimized / DLL files
+__pycache__/
+**/*.py[cod]
+**/*$py.class
+
+# C extensions
+**/*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don’t work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# Intellij project settings
+.idea
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pb2.py files
+**/*_pb2.py
+# LINT.ThenChange(.gitignore)
+
+# Github integration settings
+.github
+
+# .dockerignore and Dockerfile themselves are not needed by docker build.
+.dockerignore
+tfx/tools/docker/Dockerfile*

.github/workflows/ci-test.yml

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+# Github action definition for ci-test with PRs.
+
+name: tfx-ci-test
+on:
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Get Changed Files
+      id: changed_files
+      uses: trilom/[email protected]
+      with:
+        fileOutput: ' '
+    - name: Select files to check
+      run: |
+        # Filter out non-python files.
+        cat $HOME/files_added.txt $HOME/files_modified.txt | tr ' ' '\n' | grep '\.py$' > py_files.txt || true
+        # Filter out non-test python files and e2e or integration tests.
+        cat py_files.txt | grep '_test\.py$' | grep -v _e2e_ | grep -v integration | grep -v 'examples/' > py_test_files.txt || true
+        # Select proto files.
+        cat $HOME/files_added.txt $HOME/files_modified.txt | tr ' ' '\n' | grep '\.proto$' > proto_files.txt || true
+
+    - name: Set up Python 3.7
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.7
+    - name: Install dependencies
+      env:
+        PROTO_VERSION: 3.11.4
+        PROTOC: bin/protoc
+      run: |
+        python -m pip install --upgrade pip
+        curl -sSOL https://github.com/protocolbuffers/protobuf/releases/download/v${PROTO_VERSION}/protoc-${PROTO_VERSION}-linux-x86_64.zip
+        unzip protoc-${PROTO_VERSION}-linux-x86_64.zip
+        pip install -e .[all]
+
+    - name: Run unit tests
+      shell: bash
+      run: |
+        [ ! -s "py_test_files.txt" ] || cat py_test_files.txt | xargs -I {} python {}
+
+    - name: Lint with protolint
+      env:
+        PROTOLINT_VERSION: 0.25.1
+      shell: bash
+      run: |
+        curl -sSOL https://github.com/yoheimuta/protolint/releases/download/v${PROTOLINT_VERSION}/protolint_${PROTOLINT_VERSION}_Linux_x86_64.tar.gz
+        tar zxf protolint_${PROTOLINT_VERSION}_Linux_x86_64.tar.gz
+        echo "[NOTE] This linter is currently EXPERIMENTAL.======================================="
+        echo "Please contact reviewers for existing lint errors or false negative errors."
+        echo "===================================================================================="
+        [ ! -s "proto_files.txt" ] || cat proto_files.txt | xargs -I {} ./protolint {}
+
+    - name: Lint with pylint
+      shell: bash
+      run: |
+        pip install pylint
+        echo "[NOTE] This linter is currently EXPERIMENTAL.======================================="
+        echo "Please contact reviewers for existing lint errors or false negative errors."
+        echo "Feel free to send PRs for pylintrc in the root directory of the repository if needed."
+        echo "===================================================================================="
+        [ ! -s "py_files.txt" ] || pylint $(cat py_files.txt | tr '\n' ' ')

.gitignore

@@ -0,0 +1,131 @@
+# LINT.IfChange
+# Byte-compiled / optimized / DLL files
+__pycache__/
+**/*.py[cod]
+**/*$py.class
+
+# C extensions
+**/*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don’t work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# Intellij project settings
+.idea
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pb2.py files
+**/*_pb2.py
+# LINT.ThenChange(.dockerignore)